Machine learning for risk and resilience assessment in structural engineering: Progress and future trends

X Wang, RK Mazumder, B Salarieh… - Journal of Structural …, 2022 - ascelibrary.org
Population growth, economic development, and rapid urbanization in many areas have led
to increased exposure and vulnerability of structural and infrastructure systems to hazards …

Research on resilience of power systems under natural disasters—A review

Y Wang, C Chen, J Wang… - IEEE Transactions on …, 2015 - ieeexplore.ieee.org
Natural disasters can cause large blackouts. Research into natural disaster impacts on
electric power systems is emerging to understand the causes of the blackouts, explore ways …

The costs of maintaining and not maintaining the urban forest: A review of the urban forestry and arboriculture literature

J Vogt, RJ Hauer, BC Fischer - Arboriculture & Urban Forestry …, 2015 - auf.isa-arbor.com
Existing urban forest literature is strongest in its quantification and qualification of the
benefits and care of trees, and not in its ability to assess the results of lack of investment in …

Damage modeling framework for resilience hardening strategy for overhead power distribution systems

W Hughes, W Zhang, AC Bagtzoglou, D Wanik… - Reliability Engineering & …, 2021 - Elsevier
Several disastrous storms, such as Hurricane Sandy in 2012, that brought massive area
power outages for several days and even weeks in some areas, highlight the necessity of …

Deep learning for critical infrastructure resilience

K Dick, L Russell, Y Souley Dosso… - Journal of …, 2019 - ascelibrary.org
Ensuring the resiliency of critical infrastructures is essential in modern society, but much of
the deployed infrastructure has yet to fully leverage modern technical developments. This …

Social vulnerability and equity perspectives on interdependent infrastructure network component importance

DB Karakoc, K Barker, CW Zobel… - Sustainable Cities and …, 2020 - Elsevier
Critical infrastructure networks are often described as (i) interdependent in nature for
operability,(ii) vulnerable against multiple natural or human-made hazards, and (iii) vital for …

Wildfire risk mitigation: A paradigm shift in power systems planning and operation

JW Muhs, M Parvania… - IEEE Open Access …, 2020 - ieeexplore.ieee.org
Managing the risk of wildfires has been arguably the biggest recent challenge of electric
utilities with infrastructure located in the wildland-urban interface. Utilities are deploying …

A flexible count data regression model for risk analysis

SD Guikema, JP Goffelt - Risk Analysis: An International …, 2008 - Wiley Online Library
In many cases, risk and reliability analyses involve estimating the probabilities of discrete
events such as hardware failures and occurrences of disease or death. There is often …

Power outage estimation for tropical cyclones: Improved accuracy with simpler models

R Nateghi, S Guikema, SM Quiring - Risk analysis, 2014 - Wiley Online Library
In this article, we discuss an outage‐forecasting model that we have developed. This model
uses very few input variables to estimate hurricane‐induced outages prior to landfall with …

Major impacts of weather events on the electrical power delivery system in the United States

SA Shield, SM Quiring, JV Pino, K Buckstaff - Energy, 2021 - Elsevier
Weather events are a major source of disruptions to the electrical power grid. This study
examines the occurrence and variability of major weather-related electrical power …